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基于電導(dǎo)率對(duì)相對(duì)介電常數(shù)補(bǔ)償?shù)耐寥篮孰娙輦鞲衅鳂?biāo)定方法
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國(guó)家自然科學(xué)基金項(xiàng)目(32071900)


Calibration Method of Soil Moisture Capacitance Sensor Based on Compensation of Electrical Conductivity to Relative Permittivity
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    摘要:

    針對(duì)土壤含水率電容傳感器檢測(cè)精度低,標(biāo)定模型對(duì)鹽漬土壤的適用性不高等問(wèn)題,提出基于電導(dǎo)率對(duì)相對(duì)介電常數(shù)補(bǔ)償?shù)暮孰娙輦鞲衅鳂?biāo)定法。在標(biāo)準(zhǔn)溶液中建立相對(duì)介電常數(shù)與傳感器輸出電壓關(guān)系對(duì)數(shù)模型(R2=0.983),進(jìn)一步基于二元二次回歸分析法,建立標(biāo)準(zhǔn)溶液電導(dǎo)率對(duì)相對(duì)介電常數(shù)補(bǔ)償?shù)南鄬?duì)介電常數(shù)與傳感器輸出電壓及電導(dǎo)率的回歸標(biāo)定模型(R2=0.979)。對(duì)傳感器進(jìn)行土壤含水率標(biāo)定,建立土壤體積含水率與相對(duì)介電常數(shù)關(guān)系的三階多項(xiàng)式標(biāo)定模型(R2=0.996)。對(duì)兩步標(biāo)定模型進(jìn)行實(shí)測(cè),結(jié)果表明:土壤電導(dǎo)率為0~2dS/m時(shí),體積含水率檢測(cè)最大誤差從未電導(dǎo)率補(bǔ)償時(shí)0.0383m3/m3降至電導(dǎo)率補(bǔ)償后0.0127m3/m3,最大相對(duì)誤差從12.0200%降至6.2241%。結(jié)果表明,在不同電導(dǎo)率的同類(lèi)土壤中,使用基于電導(dǎo)率對(duì)相對(duì)介電常數(shù)補(bǔ)償?shù)暮蕚鞲衅鳂?biāo)定法能明顯提高土壤含水率檢測(cè)精度和對(duì)不同電導(dǎo)率土壤(黃土)的適用性。

    Abstract:

    Soil moisture capacitive sensors exhibited issues with low detection accuracy and limited applicability of calibration models to saline soils. In order to solve these problems, a calibration method for moisture capacitive sensors based on conductivity compensation of the relative permittivity was proposed. Firstly, a logarithmic model between soil relative permittivity and sensor output was established in the standard solution, and the R2 of the model was 0.983. Furthermore, a regression calibration model of dielectric constant compensation for standard solution conductivity was established through the binary quadratic regression analysis, and the R2 of the model was 0979. The calibration model was about relative permittirity, the output voltage and conductivity. Secondly, the thirdorder polynomial calibration model of the relationship between soil volume water content and relative permittivity was established according to the special calibration of soil sensor in soil sample, and the R2 of the model was 0.996. Finally, the above two-step calibration equation was verified by soil measurement. When the soil conductivity ranged between 0dS/m and 2dS/m, the detection error range of soil volumetric moisture content was reduced from 0.0383m3/m3 to 0.0127m3/m3, and the maximum relative error was reduced from 12.0200% to 6.2241%. The results indicated that, in similar soils with different conductivities, using the calibration method for moisture sensors based on conductivity compensation of the relative permittivity can significantly improve the accuracy of soil moisture detection and the applicability to loess soils with different conductivities.

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張西良,謝飛洋,盛慶元,倪夢(mèng)瑤,張家祺,徐云峰.基于電導(dǎo)率對(duì)相對(duì)介電常數(shù)補(bǔ)償?shù)耐寥篮孰娙輦鞲衅鳂?biāo)定方法[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2024,55(8):344-351. ZHANG Xiliang, XIE Feiyang, SHENG Qingyuan, NI Mengyao, ZHANG Jiaqi, XU Yunfeng. Calibration Method of Soil Moisture Capacitance Sensor Based on Compensation of Electrical Conductivity to Relative Permittivity[J]. Transactions of the Chinese Society for Agricultural Machinery,2024,55(8):344-351.

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  • 收稿日期:2024-03-15
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